Enhancing zero-shot stance detection via multi-task fine-tuning with debate data and knowledge augmentation

Abstract In the real world, stance detection tasks often involve assessing the stance or attitude of a given text toward new, unseen targets, a task known as zero-shot stance detection. However, zero-shot stance detection often suffers from issues such as sparse data annotation and inherent task com...

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Bibliographic Details
Main Authors: Qinlong Fan, Jicang Lu, Yepeng Sun, Qiankun Pi, Shouxin Shang
Format: Article
Language:English
Published: Springer 2025-01-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-024-01767-8
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